Emerging Technologies

Advantages of Amazon Lambda and Monitoring Practices

There has been a dramatic increase in interest among users in server-less computing and technology with key interest in Hi-Tech AWS Lambda and rapid increase in its usage. Given the advantages of this technology it is not surprising to see the surge in demand especially when one needs to pay only for what you use and scale up or down to match demand with supply. Reaping the promised benefits often hinge on how well such an environment is integrated with existing developer tool chain and more importantly the flawless monitoring of these services. As a cutting-edge tool there is a provision for a perfect Lambda monitoring leveraging the standard CloudWatch metrics that is of value to the customer. As required, there is provision to poll relevant CloudWatch custom metrics using AWS integration to ensure availability in Infrastructure Navigator and highly informative dashboards showcasing trends. The monitoring system is truly world class with an attempt to match the speed, scale and variety of data for which insights are needed for productive decision making.

Monitoring is provided for the service running application code on top of cloud infrastructure releasing developers from any worry about infrastructure management especially freedom to manage any servers and turning out to be a useful asset for the end users. Another key feature is the provision to run and monitor code for virtually any type of application. Once the Lambda usage is in mode of expansion there is a provision of more robust monitoring tool which is available for flawless monitoring giving insight and visibility into performance and usage. Key advantages of monitoring so offered include tracking compute performance, controlling expenditures, providing integrated reporting, real-time stats and advanced visualizations. The biggest benefit is the need to pay only for just the compute and storage used by the customer, signifying the charge against the time of actual use of functions and not round the clock expenses anymore. The features help alleviate the problems of system engineering, significantly reduces operational cost, complexity and management overheads. Indeed, it is an asset for operational managers with no need of continuous integration, delivery and containerization tools.

Amazon Lambda monitoring practices are such that there is a provision for real time management of scaled up events of all incoming traffic. Given influx of events Lambda processes the entire work and shuts off the processes when no longer needed creating an outstanding experience for the customer. The scaling is completely managed by the vendor without any consideration for the customer to manage concurrent request or bother about memory issues. Essentially the customer only pays for the time the function executes and the resources actually used for execution. In terms of technical benefits, the technology offers the benefit of being implemented using multiple technologies such as JavaScript, Python or any JVM language including Java, Scala, Closure or Groovy making it easy to be implemented and executed. Additionally, one simply needs to upload the code as a zip or jar archive with Lambda doing the rest and having an ability to run on any tools included with the operating system. To the advantage of the customer lambda automatically scales the infrastructure based on number of requests or triggering of multiple events as a value addition for the customer having minuscule knowledge of potential increase in number of online visits. Overall the Amazon Lambda is an asset for the customer having been built using tremendous expertise with an enhanced user experience in terms of flawless monitoring services offered and creating a delightful experience for the end user.

Domains Virtual Reality is Poised to Transform

Virtual Reality (VR) is rapidly gaining traction in the marketplace. The widespread usage of the tools enabling VR is all set to permeate our everyday life and create a strong impact on our lives. VR is poised to bring significant transition in sectors like education, training, healthcare or across industry. VR is showing results in the education sector with usage of VR-enabled textbooks and virtual classrooms enabling students to reap rich rewards and leverage advantages of VR training for education. VR is an asset in language translation eliminating language barrier to disseminate knowledge across diverse countries and cultures. VR visualization allows an ardent follower to explore multiple realities enhancing learning that otherwise would have been difficult to acquire using traditional means. Major asset has been the enhancement of social integration of students having different learning needs and styles with positive impact on peer learning.

 

Experiences that expose people undergoing training in tough or atypical situations using VR will enthuse more refined reasoning. VR training for healthcare has also been an asset to medical fraternity as there is learning without actually facing dangerous scenarios or endangering lives. Some procedures require doctors to practice on multiple patients before acquiring critical skill and at times the doctor may not reach that stage even after devoting years in the profession. VR offers a solution with its ability to present immersive, realistic situations repeatedly enabling medical practitioners to potentially develop expertise even without interacting with real patients. Healthcare specialists are indeed practicing complex procedures in virtual environments to save lives.

 

VR is a leading technological component of digital reality that is helping solve real-world problems of the industry. VR chiefly helps in customer satisfaction, brand awareness, operations optimization, and sales process optimisation across various industries. VR is poised to transform automotive, advertising, entertainment, space, retail, HR, manufacturing, construction, energy, and sports industries. Aviation is another sector where VR plays a vital role in ensuring skills of pilots or aviation maintenance professionals are retained at fraction of the cost by virtue of VR training for industry.  VR is all set to play a significant role compared to traditional methods in enabling quick learning, increase in skills learnt and duration for which knowledge is retained thereby enhancing the overall utility of this technology and the related training.

 

Pertinent Impact of Predictive Modelling and Analytics on Healthcare Vertical

It is pertinent nowadays to look at the Return on Investment prior to taking a plunge in making investments in technologies. Analytics is one such area of expertise that is of value to the healthcare sector and there has been significant investment made by this industry to leverage the effects of analytics that enable companies come up with accurate predictive models and help plan for the future based on the data available. Predictive modelling in healthcare analytics is what has been the key driver of change in the healthcare domain. There is ample data available to data scientists who are productively using the information to come up with predictive analytics in healthcare vertical.

Nowadays there is a surge in the number of healthcare companies that are inclined to transform their technical foundation, build a data lake, and launch projects particularly in the field of analytics. It will be even better if the companies are a little more organized in the approach by professionally managing their initial portfolio of analytics initiatives with clear KPIs and clearly defined milestones. Experiments that are not working should be curtailed and those that are helping create compelling predictive models should be given much needed impetus, while celebrating the success across the organization. The first wave of experimental success of predictive analytics in healthcare is sure to give much needed boost to the growth of predictive modelling in healthcare industry.

There have been instances where leaders in healthcare sector have relied on predictive analytics and chose to bank upon existing structures and processes to advance its analytics capabilities for a productive future.  There has been a step by step progress with the growth starting modestly with few functions relying on advanced statistics with a fruitful outcome resulting in the methodology being adopted across multiple divisions in the healthcare vertical. No wonder predictive health analytics is much sought after by industry stalwarts to help shape the future prediction enabling the companies to take calculated risks for bright returns. Chief analytics officer is now a critical resource in the company associated with healthcare.

With the presence of dedicated resources shaping predictive modelling in healthcare analytics, companies are well aware of the technology needed at the outset of analytics journey. There is now a practice of going in for a measured approach for predictive analytics in healthcare vertical that helps avoid white-elephant IT investments, giving more meaningful approach to healthcare research enhancing patient care. The resulting predictive models and forecasts are of value in planning strategic initiatives even more effectively and optimally utilizing the resources available with the company for future growth. All the more reason for companies to celebrate as they can evaluate each wave of use cases, defining what data, technology, and partnerships are needed for success.

With significant value at stake for the healthcare industry, in addition to benefits for patients, now is the time to scale modelling for more accurate predictive health analytics. With the advent of predictive analytics, companies have a good foothold of the market dynamics and are making correct moves. There are many healthcare majors who are currently assessing where their organizations are in their journey related to predictive modelling in healthcare analytics, making an attempt to figure out company’s unique recipe for achieving scalable success. Analytics has truly turned out to be a game changer for the healthcare industry with executives investing resources building up strategies that emphasize the application of data, make value of huge information that flows across entire organization and turn it into productive information worthy of shaping critical decisions in the right direction for an overall success.

Pedagogy that eLearning is Poised to Transform

With the advent of high-end technology in this digital era it is pertinent to leverage eLearning and reinforce the pedagogy that promises to create enriching learning experience. With a strong belief in revolutionizing education delivery to ardent knowledge seekers we have groomed a professional team of subject matter experts and drafted tailor-made learning solutions to impart world class knowledge leveraging the latest eLearning platform. Now familiar as an ever-fertile frontier of education, eLearning is also seen as a delivery solution resulting in an enriching and rewarding learning experience. We give a free hand to the knowledge seekers to choose the mode of delivery and the choice of methodology from partially or fully supported technology platforms that form the backbone of eLearning. With the advent of latest knowledge enhancing technology, we have invested in having the apt resources and tools required to transform the knowledge delivery system deemed necessary for overall personality development. The learning value chain, including management and delivery, has resulted in a user-friendly process that increases accessibility, potential to get measured, and cost effectiveness of the content delivered for the knowledge hungry audience. A key factor of eLearning is the encapsulation of web-based course-ware and the asynchronous and synchronous learning aspects, that are available at the chosen place and time for the student keen to enhance knowledge and that too from the comfort of any digitally connected place.

In the prevailing era student success and advancements in technology are inextricably linked as educational institutions embrace and offer eLearning specific options. There is a process driven approach adopted to ensure student absorbs the maximum knowledge imparted and turn out to be a competent and bright individual. Another milestone achieved includes analysis and measuring the success of the training delivered putting high-end analytics and performance improving metrics-based tools to practice helping identify and fill potential gaps that may occur in an attempt to impart quality education. Our endeavor is to overcome all show-stoppers that may be inherent in routine teaching and create a model that brings success in learning from all ends.  Selectively recruited subject experts ensure that students are productively engaged in learning with a desire to make this a pleasant and a memorable learning experience. The student has the freedom to choose from plethora of devices for a compelling and a comprehensive learning experience. Prominent delivery methods that eLearning utilizes include podcast, audio streaming video, animation, or other content worthy of online delivery while ensuring effectiveness and efficacy of learning experience is not at all compromised even in varied environments. 

With the advent of readily available technologies it has also become simpler to create competitively priced solutions of pedagogy delivery for all desirous of quality education. The key aspect of e-learning is a well-crafted integration of the subject matter experts, the knowledge, and the key participants – the pupils themselves, creating a unique well-knit learning eco-system. Given the overall advantages we find it apt to optimally utilize all tools and resources for value adding learning experience. The ultimate expectation is an overall satisfactory learning experience resulting in a confident and well-groomed mature personality of students desirous of seeking best education available via industry leading technology channels in the prevailing digital era.